| 大规模过程系统优化标准算例库的建立 |
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| 引用本文： | 江爱朋,方学毅,丁强,王剑,姜周曙.大规模过程系统优化标准算例库的建立[J].化工自动化及仪表,2008,35(1):65-68. |
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| 作者姓名： | 江爱朋 方学毅 丁强 王剑 姜周曙 |
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| 作者单位： | 1. 杭州电子科技大学,自动化学院,杭州,310018
2. 浙江大学,系统工程研究所,杭州,310027 |
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| 基金项目： | 国家高技术研究发展计划(863计划)
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国家重点基础研究发展计划(973计划) |
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| 摘 要： | 为了测试大规模优化软件求解性能,在改造序列二次规划(SQP)算法并开发出大规模非线性优化软件的基础上,建立了大规模过程系统优化的标准算例库.算例库根据不同的分类标准分为不同的算例集.算例库中既有测试优化软件鲁棒性、迭代次数等性能的小规模算例,又有测试优化软件计算时间、内存使用量等性能的大规模算例.算例中还有一些具有流程应用背景的大规模优化实例,用于检验优化软件对实际问题的求解能力.大规模标准算例库的建立为开发高效大规模优化软件提供了有力支持,同时也可以为相关领域的研究者提供帮助.
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| 关 键 词： | 优化 算例库 序列二次规划 大规模 简约空间 自由度 |
| 文章编号： | 1000-3932（2008）01-0065-04 |
| 收稿时间： | 2007-12-20 |
| 修稿时间： | 2007年12月20 |
Establishment of Normal Test Problem Sets Library for Large Scale Optimization of Process Systems |
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| JIANG Ai-peng,FANG Xue-yi,DING Qiang,WANG Jian,JIANG Zhou-shu.Establishment of Normal Test Problem Sets Library for Large Scale Optimization of Process Systems[J].Control and Instruments In Chemical Industry,2008,35(1):65-68. |
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| Authors: | JIANG Ai-peng FANG Xue-yi DING Qiang WANG Jian JIANG Zhou-shu |
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| Abstract: | In order to test the performance of large optimization software,based on the research of sequential quadratic programming(SQP) and the development of large-scale optimization software,a normal test problem sets library for large-scale optimization of process systems was established.The test problem sets library was classified according to different criterions.Small cases were used to test the robust,iterations of software,and large-scale cases were used to test the computation time and memory usage.There were still some real cases,which can be used to test the performance of software to solve real problems.The establishment of the normal test sets library can provide support for the development of excellent optimization software.Also,it gives some supports for the researchers in the related fields. |
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| Keywords: | optimization test problem sets library SQP large-scale reduced space degrees of freedom |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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